Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 118224 |
| Missing cells | 1029461 |
| Missing cells (%) | 41.5% |
| Duplicate rows | 47 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 19.8 MiB |
| Average record size in memory | 176.0 B |
Variable types
| Numeric | 19 |
|---|---|
| Categorical | 2 |
ControlBoxTemperature has constant value "0.0" | Constant |
WTG has constant value "G01" | Constant |
| Dataset has 47 (< 0.1%) duplicate rows | Duplicates |
ActivePower is highly overall correlated with BearingShaftTemperature and 8 other fields | High correlation |
AmbientTemperatue is highly overall correlated with HubTemperature and 1 other fields | High correlation |
BearingShaftTemperature is highly overall correlated with ActivePower and 9 other fields | High correlation |
Blade1PitchAngle is highly overall correlated with Blade2PitchAngle and 1 other fields | High correlation |
Blade2PitchAngle is highly overall correlated with Blade1PitchAngle and 1 other fields | High correlation |
Blade3PitchAngle is highly overall correlated with Blade1PitchAngle and 1 other fields | High correlation |
GearboxBearingTemperature is highly overall correlated with ActivePower and 8 other fields | High correlation |
GearboxOilTemperature is highly overall correlated with ActivePower and 9 other fields | High correlation |
GeneratorRPM is highly overall correlated with ActivePower and 8 other fields | High correlation |
GeneratorWinding1Temperature is highly overall correlated with ActivePower and 9 other fields | High correlation |
GeneratorWinding2Temperature is highly overall correlated with ActivePower and 9 other fields | High correlation |
HubTemperature is highly overall correlated with AmbientTemperatue and 5 other fields | High correlation |
MainBoxTemperature is highly overall correlated with AmbientTemperatue and 1 other fields | High correlation |
NacellePosition is highly overall correlated with WindDirection | High correlation |
ReactivePower is highly overall correlated with ActivePower and 8 other fields | High correlation |
RotorRPM is highly overall correlated with ActivePower and 8 other fields | High correlation |
WindDirection is highly overall correlated with NacellePosition | High correlation |
WindSpeed is highly overall correlated with ActivePower and 8 other fields | High correlation |
ActivePower has 23474 (19.9%) missing values | Missing |
AmbientTemperatue has 24407 (20.6%) missing values | Missing |
BearingShaftTemperature has 55706 (47.1%) missing values | Missing |
Blade1PitchAngle has 76228 (64.5%) missing values | Missing |
Blade2PitchAngle has 76333 (64.6%) missing values | Missing |
Blade3PitchAngle has 76333 (64.6%) missing values | Missing |
ControlBoxTemperature has 56064 (47.4%) missing values | Missing |
GearboxBearingTemperature has 55684 (47.1%) missing values | Missing |
GearboxOilTemperature has 55786 (47.2%) missing values | Missing |
GeneratorRPM has 55929 (47.3%) missing values | Missing |
GeneratorWinding1Temperature has 55797 (47.2%) missing values | Missing |
GeneratorWinding2Temperature has 55775 (47.2%) missing values | Missing |
HubTemperature has 55818 (47.2%) missing values | Missing |
MainBoxTemperature has 55717 (47.1%) missing values | Missing |
NacellePosition has 45946 (38.9%) missing values | Missing |
ReactivePower has 23476 (19.9%) missing values | Missing |
RotorRPM has 56097 (47.4%) missing values | Missing |
TurbineStatus has 55316 (46.8%) missing values | Missing |
WindDirection has 45946 (38.9%) missing values | Missing |
WindSpeed has 23629 (20.0%) missing values | Missing |
TurbineStatus is highly skewed (γ1 = 177.6547686) | Skewed |
RotorRPM has 2809 (2.4%) zeros | Zeros |
Reproduction
| Analysis started | 2023-05-29 17:00:02.999399 |
|---|---|
| Analysis finished | 2023-05-29 17:00:27.967023 |
| Duration | 24.97 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
ActivePower
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 94084 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 23474 |
| Missing (%) | 19.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 619.10981 |
| Minimum | -38.524659 |
|---|---|
| Maximum | 1779.0324 |
| Zeros | 594 |
| Zeros (%) | 0.5% |
| Negative | 15644 |
| Negative (%) | 13.2% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | -38.524659 |
|---|---|
| 5-th percentile | -6.4186291 |
| Q1 | 79.642258 |
| median | 402.65489 |
| Q3 | 1074.5918 |
| 95-th percentile | 1720.2046 |
| Maximum | 1779.0324 |
| Range | 1817.5571 |
| Interquartile range (IQR) | 994.94952 |
Descriptive statistics
| Standard deviation | 611.27537 |
|---|---|
| Coefficient of variation (CV) | 0.98734565 |
| Kurtosis | -0.94310208 |
| Mean | 619.10981 |
| Median Absolute Deviation (MAD) | 398.88313 |
| Skewness | 0.70976813 |
| Sum | 58660654 |
| Variance | 373657.58 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 594 | 0.5% |
| 1730.6644 | 44 | < 0.1% |
| -0.0003023227 | 8 | < 0.1% |
| 1575.5742 | 5 | < 0.1% |
| 1737.2281 | 3 | < 0.1% |
| -4.5095987 | 3 | < 0.1% |
| 0.00043881143 | 3 | < 0.1% |
| 653.9309 | 3 | < 0.1% |
| 1725.29982 | 2 | < 0.1% |
| 651.8255 | 2 | < 0.1% |
| Other values (94074) | 94083 | |
| (Missing) | 23474 | 19.9% |
| Value | Count | Frequency (%) |
| -38.52465939 | 1 | |
| -38.31229862 | 1 | |
| -29.61263391 | 1 | |
| -22.1754245 | 1 | |
| -19.5226848 | 1 | |
| -15.5358763 | 1 | |
| -15.099586 | 1 | |
| -14.61247716 | 1 | |
| -14.59247 | 1 | |
| -13.87283633 | 1 |
| Value | Count | Frequency (%) |
| 1779.032433 | 1 | |
| 1768.1444 | 1 | |
| 1767.2888 | 1 | |
| 1757.2687 | 1 | |
| 1756.9816 | 1 | |
| 1749.25321 | 1 | |
| 1749.1084 | 1 | |
| 1748.4562 | 1 | |
| 1747.7269 | 1 | |
| 1746.1604 | 1 |
AmbientTemperatue
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 93678 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 24407 |
| Missing (%) | 20.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.774654 |
| Minimum | 0 |
|---|---|
| Maximum | 42.405597 |
| Zeros | 16 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 22.280221 |
| Q1 | 25.627428 |
| median | 28.340541 |
| Q3 | 31.664772 |
| 95-th percentile | 36.882189 |
| Maximum | 42.405597 |
| Range | 42.405597 |
| Interquartile range (IQR) | 6.0373436 |
Descriptive statistics
| Standard deviation | 4.3691449 |
|---|---|
| Coefficient of variation (CV) | 0.15184005 |
| Kurtosis | -0.012360167 |
| Mean | 28.774654 |
| Median Absolute Deviation (MAD) | 3.0111426 |
| Skewness | 0.35216295 |
| Sum | 2699551.7 |
| Variance | 19.089428 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 28.844826 | 44 | < 0.1% |
| 27.792393 | 24 | < 0.1% |
| 0 | 16 | < 0.1% |
| 32.6452 | 9 | < 0.1% |
| 27.792393 | 8 | < 0.1% |
| 37.102978 | 7 | < 0.1% |
| 22.40376 | 6 | < 0.1% |
| 29.266325 | 5 | < 0.1% |
| 35.003857 | 3 | < 0.1% |
| 36.194653 | 3 | < 0.1% |
| Other values (93668) | 93692 | |
| (Missing) | 24407 | 20.6% |
| Value | Count | Frequency (%) |
| 0 | 16 | |
| 3.030066906 × 10-20 | 1 | < 0.1% |
| 11.13068395 | 1 | < 0.1% |
| 16.1116675 | 1 | < 0.1% |
| 18.1019715 | 1 | < 0.1% |
| 18.227419 | 1 | < 0.1% |
| 18.61710611 | 1 | < 0.1% |
| 18.71038822 | 1 | < 0.1% |
| 18.71183878 | 1 | < 0.1% |
| 18.7926749 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 42.4055965 | 1 | |
| 42.0209375 | 1 | |
| 42.00404011 | 1 | |
| 41.9483075 | 1 | |
| 41.92922722 | 1 | |
| 41.8949063 | 1 | |
| 41.8373459 | 1 | |
| 41.8097136 | 1 | |
| 41.78824589 | 1 | |
| 41.7411471 | 1 |
BearingShaftTemperature
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 62286 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 55706 |
| Missing (%) | 47.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.010189 |
| Minimum | 0 |
|---|---|
| Maximum | 55.088655 |
| Zeros | 225 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 35.800026 |
| Q1 | 39.840247 |
| median | 42.910877 |
| Q3 | 47.007976 |
| 95-th percentile | 50.65371 |
| Maximum | 55.088655 |
| Range | 55.088655 |
| Interquartile range (IQR) | 7.1677285 |
Descriptive statistics
| Standard deviation | 5.5453118 |
|---|---|
| Coefficient of variation (CV) | 0.12893019 |
| Kurtosis | 12.287511 |
| Mean | 43.010189 |
| Median Absolute Deviation (MAD) | 3.4488811 |
| Skewness | -1.9071463 |
| Sum | 2688911 |
| Variance | 30.750483 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 225 | 0.2% |
| 43.509945 | 3 | < 0.1% |
| 50.526719 | 2 | < 0.1% |
| 40.17997 | 2 | < 0.1% |
| 50.352311 | 2 | < 0.1% |
| 48.221169 | 2 | < 0.1% |
| 42.09256887 | 2 | < 0.1% |
| 44.817422 | 2 | < 0.1% |
| 40.57874 | 1 | < 0.1% |
| 40.32604863 | 1 | < 0.1% |
| Other values (62276) | 62276 | |
| (Missing) | 55706 |
| Value | Count | Frequency (%) |
| 0 | 225 | |
| 13.51817567 | 1 | < 0.1% |
| 13.688085 | 1 | < 0.1% |
| 15.31223667 | 1 | < 0.1% |
| 16.119878 | 1 | < 0.1% |
| 16.805773 | 1 | < 0.1% |
| 17.263845 | 1 | < 0.1% |
| 18.43944 | 1 | < 0.1% |
| 18.901865 | 1 | < 0.1% |
| 19.473595 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 55.088655 | 1 | |
| 55.065134 | 1 | |
| 55.015868 | 1 | |
| 55.0057808 | 1 | |
| 54.9823555 | 1 | |
| 54.941518 | 1 | |
| 54.9390186 | 1 | |
| 54.9277441 | 1 | |
| 54.91379785 | 1 | |
| 54.8954128 | 1 |
Blade1PitchAngle
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 38946 |
|---|---|
| Distinct (%) | 92.7% |
| Missing | 76228 |
| Missing (%) | 64.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.7496407 |
| Minimum | -43.156734 |
|---|---|
| Maximum | 90.14361 |
| Zeros | 20 |
| Zeros (%) | < 0.1% |
| Negative | 18982 |
| Negative (%) | 16.1% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | -43.156734 |
|---|---|
| 5-th percentile | -1.095369 |
| Q1 | -0.93984897 |
| median | 0.39439939 |
| Q3 | 8.0993023 |
| 95-th percentile | 61.11313 |
| Maximum | 90.14361 |
| Range | 133.30034 |
| Interquartile range (IQR) | 9.0391512 |
Descriptive statistics
| Standard deviation | 20.644828 |
|---|---|
| Coefficient of variation (CV) | 2.1174963 |
| Kurtosis | 5.1858405 |
| Mean | 9.7496407 |
| Median Absolute Deviation (MAD) | 1.4278086 |
| Skewness | 2.4164882 |
| Sum | 409445.91 |
| Variance | 426.20893 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 88.71959 | 245 | 0.2% |
| 88.71959 | 129 | 0.1% |
| 90.14361 | 78 | 0.1% |
| 85.00009 | 71 | 0.1% |
| 88.71959 | 68 | 0.1% |
| 85.00005 | 60 | 0.1% |
| 88.71959 | 52 | < 0.1% |
| 60.000126 | 50 | < 0.1% |
| 88.74794 | 44 | < 0.1% |
| 60.000076 | 43 | < 0.1% |
| Other values (38936) | 41156 | |
| (Missing) | 76228 |
| Value | Count | Frequency (%) |
| -43.15673384 | 1 | |
| -1.9604657 | 2 | |
| -1.852215075 | 1 | |
| -1.576649099 | 1 | |
| -1.488250842 | 1 | |
| -1.481081575 | 1 | |
| -1.475139354 | 1 | |
| -1.469609312 | 1 | |
| -1.454062832 | 1 | |
| -1.446407394 | 1 |
| Value | Count | Frequency (%) |
| 90.14361 | 1 | < 0.1% |
| 90.14361 | 78 | |
| 90.14361 | 17 | < 0.1% |
| 89.11526 | 1 | < 0.1% |
| 89.02752 | 1 | < 0.1% |
| 89.00871 | 2 | < 0.1% |
| 88.97922 | 1 | < 0.1% |
| 88.975494 | 1 | < 0.1% |
| 88.96886 | 1 | < 0.1% |
| 88.96394 | 1 | < 0.1% |
Blade2PitchAngle
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 39021 |
|---|---|
| Distinct (%) | 93.1% |
| Missing | 76333 |
| Missing (%) | 64.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.036535 |
| Minimum | -26.443415 |
|---|---|
| Maximum | 90.01783 |
| Zeros | 20 |
| Zeros (%) | < 0.1% |
| Negative | 15816 |
| Negative (%) | 13.4% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | -26.443415 |
|---|---|
| 5-th percentile | -0.58513237 |
| Q1 | -0.43326366 |
| median | 0.88897652 |
| Q3 | 8.4801938 |
| 95-th percentile | 60.000126 |
| Maximum | 90.01783 |
| Range | 116.46124 |
| Interquartile range (IQR) | 8.9134575 |
Descriptive statistics
| Standard deviation | 20.270465 |
|---|---|
| Coefficient of variation (CV) | 2.0196676 |
| Kurtosis | 5.3577154 |
| Mean | 10.036535 |
| Median Absolute Deviation (MAD) | 1.4162889 |
| Skewness | 2.4432174 |
| Sum | 420440.49 |
| Variance | 410.89176 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 88.54826 | 198 | 0.2% |
| 88.548225 | 189 | 0.2% |
| 90.01783 | 93 | 0.1% |
| 88.55084 | 72 | 0.1% |
| 60.000126 | 41 | < 0.1% |
| 60.000076 | 40 | < 0.1% |
| 84.99981 | 40 | < 0.1% |
| 85.00009 | 40 | < 0.1% |
| 85 | 35 | < 0.1% |
| -0.52512985 | 34 | < 0.1% |
| Other values (39011) | 41109 | |
| (Missing) | 76333 |
| Value | Count | Frequency (%) |
| -26.44341475 | 1 | |
| -2.4062126 | 1 | |
| -0.9349257 | 1 | |
| -0.8993303661 | 1 | |
| -0.877817975 | 1 | |
| -0.8775155733 | 1 | |
| -0.8726386996 | 1 | |
| -0.866457046 | 1 | |
| -0.86533529 | 1 | |
| -0.8643328311 | 1 |
| Value | Count | Frequency (%) |
| 90.01783 | 93 | |
| 90.01778 | 1 | < 0.1% |
| 89.014522 | 1 | < 0.1% |
| 88.915344 | 1 | < 0.1% |
| 88.84818 | 1 | < 0.1% |
| 88.821075 | 1 | < 0.1% |
| 88.79701 | 1 | < 0.1% |
| 88.786415 | 1 | < 0.1% |
| 88.77181 | 1 | < 0.1% |
| 88.76847 | 1 | < 0.1% |
Blade3PitchAngle
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 39021 |
|---|---|
| Distinct (%) | 93.1% |
| Missing | 76333 |
| Missing (%) | 64.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.036535 |
| Minimum | -26.443415 |
|---|---|
| Maximum | 90.01783 |
| Zeros | 20 |
| Zeros (%) | < 0.1% |
| Negative | 15816 |
| Negative (%) | 13.4% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | -26.443415 |
|---|---|
| 5-th percentile | -0.58513237 |
| Q1 | -0.43326366 |
| median | 0.88897652 |
| Q3 | 8.4801938 |
| 95-th percentile | 60.000126 |
| Maximum | 90.01783 |
| Range | 116.46124 |
| Interquartile range (IQR) | 8.9134575 |
Descriptive statistics
| Standard deviation | 20.270465 |
|---|---|
| Coefficient of variation (CV) | 2.0196676 |
| Kurtosis | 5.3577154 |
| Mean | 10.036535 |
| Median Absolute Deviation (MAD) | 1.4162889 |
| Skewness | 2.4432174 |
| Sum | 420440.49 |
| Variance | 410.89176 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 88.54826 | 198 | 0.2% |
| 88.548225 | 189 | 0.2% |
| 90.01783 | 93 | 0.1% |
| 88.55084 | 72 | 0.1% |
| 60.000126 | 41 | < 0.1% |
| 60.000076 | 40 | < 0.1% |
| 84.99981 | 40 | < 0.1% |
| 85.00009 | 40 | < 0.1% |
| 85 | 35 | < 0.1% |
| -0.52512985 | 34 | < 0.1% |
| Other values (39011) | 41109 | |
| (Missing) | 76333 |
| Value | Count | Frequency (%) |
| -26.44341475 | 1 | |
| -2.4062126 | 1 | |
| -0.9349257 | 1 | |
| -0.8993303661 | 1 | |
| -0.877817975 | 1 | |
| -0.8775155733 | 1 | |
| -0.8726386996 | 1 | |
| -0.866457046 | 1 | |
| -0.86533529 | 1 | |
| -0.8643328311 | 1 |
| Value | Count | Frequency (%) |
| 90.01783 | 93 | |
| 90.01778 | 1 | < 0.1% |
| 89.014522 | 1 | < 0.1% |
| 88.915344 | 1 | < 0.1% |
| 88.84818 | 1 | < 0.1% |
| 88.821075 | 1 | < 0.1% |
| 88.79701 | 1 | < 0.1% |
| 88.786415 | 1 | < 0.1% |
| 88.77181 | 1 | < 0.1% |
| 88.76847 | 1 | < 0.1% |
ControlBoxTemperature
Categorical
CONSTANT  MISSING 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 56064 |
| Missing (%) | 47.4% |
| Memory size | 1.8 MiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 186480 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 62160 | |
| (Missing) | 56064 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 62160 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 124320 | |
| . | 62160 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 124320 | |
| Other Punctuation | 62160 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 124320 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 62160 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 186480 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 124320 | |
| . | 62160 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 186480 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 124320 | |
| . | 62160 |
GearboxBearingTemperature
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 62313 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 55684 |
| Missing (%) | 47.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 64.23417 |
| Minimum | 0 |
|---|---|
| Maximum | 82.237932 |
| Zeros | 226 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 48.848801 |
| Q1 | 57.872242 |
| median | 64.834662 |
| Q3 | 71.079306 |
| 95-th percentile | 79.855614 |
| Maximum | 82.237932 |
| Range | 82.237932 |
| Interquartile range (IQR) | 13.207064 |
Descriptive statistics
| Standard deviation | 10.455556 |
|---|---|
| Coefficient of variation (CV) | 0.1627725 |
| Kurtosis | 4.681867 |
| Mean | 64.23417 |
| Median Absolute Deviation (MAD) | 6.6202012 |
| Skewness | -1.1151655 |
| Sum | 4017205 |
| Variance | 109.31866 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 226 | 0.2% |
| 67.55545 | 3 | < 0.1% |
| 59.57813475 | 1 | < 0.1% |
| 56.47278375 | 1 | < 0.1% |
| 58.18471157 | 1 | < 0.1% |
| 58.49054888 | 1 | < 0.1% |
| 58.45084287 | 1 | < 0.1% |
| 59.46783055 | 1 | < 0.1% |
| 59.58528975 | 1 | < 0.1% |
| 59.41420838 | 1 | < 0.1% |
| Other values (62303) | 62303 | |
| (Missing) | 55684 |
| Value | Count | Frequency (%) |
| 0 | 226 | |
| 18.44888433 | 1 | < 0.1% |
| 20.80210867 | 1 | < 0.1% |
| 21.93258167 | 1 | < 0.1% |
| 23.00795 | 1 | < 0.1% |
| 23.89555 | 1 | < 0.1% |
| 23.918848 | 1 | < 0.1% |
| 24.04009 | 1 | < 0.1% |
| 25.15475875 | 1 | < 0.1% |
| 25.501198 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 82.237932 | 1 | |
| 82.2199136 | 1 | |
| 82.2035 | 1 | |
| 82.1906372 | 1 | |
| 82.143782 | 1 | |
| 82.1366646 | 1 | |
| 82.1098775 | 1 | |
| 82.1026621 | 1 | |
| 82.0936836 | 1 | |
| 82.0888711 | 1 |
GearboxOilTemperature
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 62412 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 55786 |
| Missing (%) | 47.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.561217 |
| Minimum | 0 |
|---|---|
| Maximum | 70.764581 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 48.449105 |
| Q1 | 53.942181 |
| median | 57.196089 |
| Q3 | 61.305312 |
| 95-th percentile | 68.044944 |
| Maximum | 70.764581 |
| Range | 70.764581 |
| Interquartile range (IQR) | 7.3631311 |
Descriptive statistics
| Standard deviation | 6.3238949 |
|---|---|
| Coefficient of variation (CV) | 0.10986382 |
| Kurtosis | 2.8235064 |
| Mean | 57.561217 |
| Median Absolute Deviation (MAD) | 3.6082582 |
| Skewness | -0.62964682 |
| Sum | 3594007.3 |
| Variance | 39.991647 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 53.83944 | 7 | < 0.1% |
| 49.841103 | 3 | < 0.1% |
| 57.242847 | 3 | < 0.1% |
| 0 | 3 | < 0.1% |
| 58.44239 | 2 | < 0.1% |
| 59.118063 | 2 | < 0.1% |
| 55.309996 | 2 | < 0.1% |
| 52.35127 | 2 | < 0.1% |
| 61.8030382 | 2 | < 0.1% |
| 63.5960325 | 2 | < 0.1% |
| Other values (62402) | 62410 | |
| (Missing) | 55786 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 26.79651467 | 1 | < 0.1% |
| 26.799627 | 1 | < 0.1% |
| 26.8113748 | 1 | < 0.1% |
| 26.8187311 | 1 | < 0.1% |
| 26.82125144 | 1 | < 0.1% |
| 26.83231133 | 1 | < 0.1% |
| 26.83423089 | 1 | < 0.1% |
| 26.841705 | 1 | < 0.1% |
| 26.8448739 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 70.76458113 | 1 | |
| 70.7387834 | 1 | |
| 70.726373 | 1 | |
| 70.7131655 | 1 | |
| 70.7074472 | 1 | |
| 70.7047985 | 1 | |
| 70.6811602 | 1 | |
| 70.6800354 | 1 | |
| 70.66814578 | 1 | |
| 70.6579964 | 1 |
GeneratorRPM
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 61074 |
|---|---|
| Distinct (%) | 98.0% |
| Missing | 55929 |
| Missing (%) | 47.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1102.0263 |
| Minimum | 0 |
|---|---|
| Maximum | 1809.9417 |
| Zeros | 1037 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 29.242713 |
| Q1 | 1029.8122 |
| median | 1124.8607 |
| Q3 | 1515.402 |
| 95-th percentile | 1754.8505 |
| Maximum | 1809.9417 |
| Range | 1809.9417 |
| Interquartile range (IQR) | 485.58983 |
Descriptive statistics
| Standard deviation | 528.06395 |
|---|---|
| Coefficient of variation (CV) | 0.47917546 |
| Kurtosis | -0.24832001 |
| Mean | 1102.0263 |
| Median Absolute Deviation (MAD) | 301.32826 |
| Skewness | -0.78986106 |
| Sum | 68650726 |
| Variance | 278851.53 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1037 | 0.9% |
| 1029.9807 | 3 | < 0.1% |
| 1290.1729 | 3 | < 0.1% |
| 1030.0546 | 3 | < 0.1% |
| 1029.96825 | 3 | < 0.1% |
| 1030.044 | 3 | < 0.1% |
| 1029.9868 | 3 | < 0.1% |
| 1030.0973 | 3 | < 0.1% |
| 1030.0489 | 2 | < 0.1% |
| 1030.11225 | 2 | < 0.1% |
| Other values (61064) | 61233 | |
| (Missing) | 55929 |
| Value | Count | Frequency (%) |
| 0 | 1037 | |
| 0.3403373 | 1 | < 0.1% |
| 0.347509225 | 1 | < 0.1% |
| 0.3732631444 | 1 | < 0.1% |
| 0.3749087778 | 1 | < 0.1% |
| 0.3769242091 | 1 | < 0.1% |
| 0.3835448 | 1 | < 0.1% |
| 0.3925768 | 1 | < 0.1% |
| 0.3975889111 | 1 | < 0.1% |
| 0.4162656923 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1809.9417 | 1 | |
| 1793.65715 | 1 | |
| 1785.7526 | 1 | |
| 1781.184 | 1 | |
| 1779.9696 | 1 | |
| 1777.52295 | 1 | |
| 1776.1821 | 1 | |
| 1775.732767 | 1 | |
| 1773.95117 | 1 | |
| 1773.6787 | 1 |
GeneratorWinding1Temperature
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 62406 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 55797 |
| Missing (%) | 47.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72.460403 |
| Minimum | 0 |
|---|---|
| Maximum | 126.77303 |
| Zeros | 5 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 45.756961 |
| Q1 | 55.492241 |
| median | 65.7888 |
| Q3 | 85.867449 |
| 95-th percentile | 116.99198 |
| Maximum | 126.77303 |
| Range | 126.77303 |
| Interquartile range (IQR) | 30.375208 |
Descriptive statistics
| Standard deviation | 22.627489 |
|---|---|
| Coefficient of variation (CV) | 0.31227385 |
| Kurtosis | -0.46294971 |
| Mean | 72.460403 |
| Median Absolute Deviation (MAD) | 12.563402 |
| Skewness | 0.7500328 |
| Sum | 4523485.6 |
| Variance | 512.00327 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 62.229546 | 7 | < 0.1% |
| 0 | 5 | < 0.1% |
| 50.16808 | 3 | < 0.1% |
| 67.04963 | 3 | < 0.1% |
| 114.848114 | 2 | < 0.1% |
| 66.437164 | 2 | < 0.1% |
| 68.416435 | 2 | < 0.1% |
| 90.815475 | 2 | < 0.1% |
| 53.27334 | 2 | < 0.1% |
| 62.70597 | 2 | < 0.1% |
| Other values (62396) | 62397 | |
| (Missing) | 55797 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 27.1780991 | 1 | < 0.1% |
| 27.17839578 | 1 | < 0.1% |
| 27.20894567 | 1 | < 0.1% |
| 27.2155078 | 1 | < 0.1% |
| 27.24492711 | 1 | < 0.1% |
| 27.28234022 | 1 | < 0.1% |
| 27.283243 | 1 | < 0.1% |
| 27.3229627 | 1 | < 0.1% |
| 27.3632903 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 126.7730308 | 1 | |
| 126.695327 | 1 | |
| 126.6502432 | 1 | |
| 126.6023713 | 1 | |
| 126.5623484 | 1 | |
| 126.556144 | 1 | |
| 126.5228585 | 1 | |
| 126.5223498 | 1 | |
| 126.5003853 | 1 | |
| 126.4818589 | 1 |
GeneratorWinding2Temperature
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 62424 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 55775 |
| Missing (%) | 47.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71.826659 |
| Minimum | 0 |
|---|---|
| Maximum | 126.04302 |
| Zeros | 5 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 45.287118 |
| Q1 | 54.763998 |
| median | 65.004946 |
| Q3 | 85.33774 |
| 95-th percentile | 116.40993 |
| Maximum | 126.04302 |
| Range | 126.04302 |
| Interquartile range (IQR) | 30.573742 |
Descriptive statistics
| Standard deviation | 22.650255 |
|---|---|
| Coefficient of variation (CV) | 0.31534608 |
| Kurtosis | -0.47247866 |
| Mean | 71.826659 |
| Median Absolute Deviation (MAD) | 12.534767 |
| Skewness | 0.75883912 |
| Sum | 4485503 |
| Variance | 513.03407 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 61.686092 | 7 | < 0.1% |
| 0 | 5 | < 0.1% |
| 49.75333 | 3 | < 0.1% |
| 66.4111 | 3 | < 0.1% |
| 51.022415 | 2 | < 0.1% |
| 61.89688 | 2 | < 0.1% |
| 65.577225 | 2 | < 0.1% |
| 114.21849 | 2 | < 0.1% |
| 68.0335346 | 2 | < 0.1% |
| 53.3353473 | 2 | < 0.1% |
| Other values (62414) | 62419 | |
| (Missing) | 55775 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 26.9411411 | 1 | < 0.1% |
| 26.96148544 | 1 | < 0.1% |
| 26.99946544 | 1 | < 0.1% |
| 27.03277189 | 1 | < 0.1% |
| 27.04038022 | 1 | < 0.1% |
| 27.0749868 | 1 | < 0.1% |
| 27.1180875 | 1 | < 0.1% |
| 27.15934869 | 1 | < 0.1% |
| 27.20134823 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 126.0430176 | 1 | |
| 125.9687988 | 1 | |
| 125.9227522 | 1 | |
| 125.8888851 | 1 | |
| 125.8427976 | 1 | |
| 125.8374666 | 1 | |
| 125.7856394 | 1 | |
| 125.7829339 | 1 | |
| 125.7711597 | 1 | |
| 125.7508729 | 1 |
HubTemperature
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 38119 |
|---|---|
| Distinct (%) | 61.1% |
| Missing | 55818 |
| Missing (%) | 47.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.897978 |
| Minimum | 0 |
|---|---|
| Maximum | 47.996185 |
| Zeros | 305 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 29.998093 |
| Q1 | 33.943949 |
| median | 37.003815 |
| Q3 | 40.008425 |
| 95-th percentile | 44.003815 |
| Maximum | 47.996185 |
| Range | 47.996185 |
| Interquartile range (IQR) | 6.0644753 |
Descriptive statistics
| Standard deviation | 5.1787109 |
|---|---|
| Coefficient of variation (CV) | 0.14035216 |
| Kurtosis | 11.33527 |
| Mean | 36.897978 |
| Median Absolute Deviation (MAD) | 3.0172445 |
| Skewness | -1.84699 |
| Sum | 2302655.2 |
| Variance | 26.819047 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 39.996185 | 1085 | 0.9% |
| 40.003815 | 963 | 0.8% |
| 41.996185 | 932 | 0.8% |
| 43.996185 | 850 | 0.7% |
| 42.003815 | 750 | 0.6% |
| 37.996185 | 682 | 0.6% |
| 36.996185 | 652 | 0.6% |
| 38.003815 | 639 | 0.5% |
| 34.996185 | 544 | 0.5% |
| 37.003815 | 524 | 0.4% |
| Other values (38109) | 54785 | |
| (Missing) | 55818 |
| Value | Count | Frequency (%) |
| 0 | 305 | |
| 3.0937654 | 1 | < 0.1% |
| 4.0806705 | 1 | < 0.1% |
| 5.6548783 | 1 | < 0.1% |
| 7.4043364 | 1 | < 0.1% |
| 7.75139275 | 1 | < 0.1% |
| 8.219612111 | 1 | < 0.1% |
| 10.24810462 | 1 | < 0.1% |
| 10.50502857 | 1 | < 0.1% |
| 12.67044333 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 47.996185 | 2 | < 0.1% |
| 47.996185 | 22 | |
| 47.9961751 | 1 | < 0.1% |
| 47.9959882 | 1 | < 0.1% |
| 47.9959267 | 1 | < 0.1% |
| 47.9951293 | 1 | < 0.1% |
| 47.9950792 | 1 | < 0.1% |
| 47.994031 | 1 | < 0.1% |
| 47.9938994 | 1 | < 0.1% |
| 47.9930207 | 1 | < 0.1% |
MainBoxTemperature
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 49145 |
|---|---|
| Distinct (%) | 78.6% |
| Missing | 55717 |
| Missing (%) | 47.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.547603 |
| Minimum | 0 |
|---|---|
| Maximum | 54.25 |
| Zeros | 228 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 31.538658 |
| Q1 | 35.8125 |
| median | 39.49131 |
| Q3 | 43.359375 |
| 95-th percentile | 48.480221 |
| Maximum | 54.25 |
| Range | 54.25 |
| Interquartile range (IQR) | 7.546875 |
Descriptive statistics
| Standard deviation | 5.7327829 |
|---|---|
| Coefficient of variation (CV) | 0.14495905 |
| Kurtosis | 7.1489476 |
| Mean | 39.547603 |
| Median Absolute Deviation (MAD) | 3.7725604 |
| Skewness | -1.105137 |
| Sum | 2472002 |
| Variance | 32.8648 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 228 | 0.2% |
| 39.375 | 46 | < 0.1% |
| 39.625 | 43 | < 0.1% |
| 39.5625 | 42 | < 0.1% |
| 39.3125 | 42 | < 0.1% |
| 40 | 41 | < 0.1% |
| 39.8125 | 39 | < 0.1% |
| 39.1875 | 39 | < 0.1% |
| 34.875 | 38 | < 0.1% |
| 42.25 | 38 | < 0.1% |
| Other values (49135) | 61911 | |
| (Missing) | 55717 |
| Value | Count | Frequency (%) |
| 0 | 228 | |
| 14.16666667 | 1 | < 0.1% |
| 15.16666667 | 1 | < 0.1% |
| 15.22916667 | 1 | < 0.1% |
| 15.65 | 1 | < 0.1% |
| 15.8875 | 1 | < 0.1% |
| 15.9375 | 1 | < 0.1% |
| 16.28125 | 1 | < 0.1% |
| 16.34375 | 1 | < 0.1% |
| 16.46875 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 54.25 | 1 | < 0.1% |
| 54.2310007 | 1 | < 0.1% |
| 54.2301537 | 1 | < 0.1% |
| 54.18125 | 1 | < 0.1% |
| 54.175 | 1 | < 0.1% |
| 54.125 | 1 | < 0.1% |
| 54.1000004 | 1 | < 0.1% |
| 54.0657855 | 1 | < 0.1% |
| 54.002976 | 1 | < 0.1% |
| 54 | 4 |
NacellePosition
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 6664 |
|---|---|
| Distinct (%) | 9.2% |
| Missing | 45946 |
| Missing (%) | 38.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 196.29054 |
| Minimum | 0 |
|---|---|
| Maximum | 357 |
| Zeros | 242 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 54.316667 |
| Q1 | 145 |
| median | 182 |
| Q3 | 271 |
| 95-th percentile | 345 |
| Maximum | 357 |
| Range | 357 |
| Interquartile range (IQR) | 126 |
Descriptive statistics
| Standard deviation | 88.296554 |
|---|---|
| Coefficient of variation (CV) | 0.44982583 |
| Kurtosis | -0.68001254 |
| Mean | 196.29054 |
| Median Absolute Deviation (MAD) | 62.428571 |
| Skewness | 0.075867101 |
| Sum | 14187488 |
| Variance | 7796.2815 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 178 | 1343 | 1.1% |
| 188 | 1289 | 1.1% |
| 172 | 1249 | 1.1% |
| 175 | 1201 | 1.0% |
| 182 | 1184 | 1.0% |
| 185 | 1089 | 0.9% |
| 166 | 981 | 0.8% |
| 169 | 938 | 0.8% |
| 163 | 926 | 0.8% |
| 160 | 871 | 0.7% |
| Other values (6654) | 61207 | |
| (Missing) | 45946 |
| Value | Count | Frequency (%) |
| 0 | 242 | |
| 0.5 | 1 | < 0.1% |
| 0.6 | 1 | < 0.1% |
| 1 | 3 | < 0.1% |
| 1.2 | 5 | < 0.1% |
| 1.285714286 | 1 | < 0.1% |
| 1.384615385 | 1 | < 0.1% |
| 1.5 | 46 | < 0.1% |
| 1.666666667 | 1 | < 0.1% |
| 1.714285714 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 357 | 254 | |
| 356.5 | 1 | < 0.1% |
| 356.4 | 1 | < 0.1% |
| 356.25 | 5 | < 0.1% |
| 356 | 5 | < 0.1% |
| 355.875 | 1 | < 0.1% |
| 355.8 | 3 | < 0.1% |
| 355.7142857 | 1 | < 0.1% |
| 355.6666667 | 1 | < 0.1% |
| 355.5 | 67 | 0.1% |
ReactivePower
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 94040 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 23476 |
| Missing (%) | 19.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 88.133966 |
| Minimum | -203.18259 |
|---|---|
| Maximum | 403.71362 |
| Zeros | 642 |
| Zeros (%) | 0.5% |
| Negative | 30592 |
| Negative (%) | 25.9% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | -203.18259 |
|---|---|
| 5-th percentile | -11.760637 |
| Q1 | -0.43213689 |
| median | 35.883659 |
| Q3 | 147.35907 |
| 95-th percentile | 348.32146 |
| Maximum | 403.71362 |
| Range | 606.89621 |
| Interquartile range (IQR) | 147.79121 |
Descriptive statistics
| Standard deviation | 116.59672 |
|---|---|
| Coefficient of variation (CV) | 1.3229488 |
| Kurtosis | -0.063499324 |
| Mean | 88.133966 |
| Median Absolute Deviation (MAD) | 45.078994 |
| Skewness | 1.1218785 |
| Sum | 8350517 |
| Variance | 13594.796 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 642 | 0.5% |
| 347.36203 | 44 | < 0.1% |
| -0.00027750563 | 8 | < 0.1% |
| 344.7782 | 5 | < 0.1% |
| -0.00022257098 | 3 | < 0.1% |
| 141.31088 | 3 | < 0.1% |
| -9.131027 | 3 | < 0.1% |
| 350.4541 | 3 | < 0.1% |
| 129.84952 | 2 | < 0.1% |
| 0.00013087457 | 2 | < 0.1% |
| Other values (94030) | 94033 | |
| (Missing) | 23476 | 19.9% |
| Value | Count | Frequency (%) |
| -203.1825914 | 1 | |
| -174.5518927 | 1 | |
| -169.4634724 | 1 | |
| -117.1323872 | 1 | |
| -100.1500902 | 1 | |
| -97.24960768 | 1 | |
| -94.45873506 | 1 | |
| -91.37651038 | 1 | |
| -87.38554 | 1 | |
| -83.13738821 | 1 |
| Value | Count | Frequency (%) |
| 403.71362 | 1 | |
| 368.53287 | 1 | |
| 363.3544544 | 1 | |
| 363.3376 | 1 | |
| 361.0306444 | 1 | |
| 359.637151 | 1 | |
| 359.364468 | 1 | |
| 358.0305657 | 1 | |
| 357.56088 | 1 | |
| 355.519659 | 1 |
RotorRPM
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 59254 |
|---|---|
| Distinct (%) | 95.4% |
| Missing | 56097 |
| Missing (%) | 47.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.9074996 |
| Minimum | 0 |
|---|---|
| Maximum | 16.273495 |
| Zeros | 2809 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.16729308 |
| Q1 | 9.2310913 |
| median | 10.098702 |
| Q3 | 13.600413 |
| 95-th percentile | 15.734986 |
| Maximum | 16.273495 |
| Range | 16.273495 |
| Interquartile range (IQR) | 4.3693216 |
Descriptive statistics
| Standard deviation | 4.7184213 |
|---|---|
| Coefficient of variation (CV) | 0.47624744 |
| Kurtosis | -0.20319364 |
| Mean | 9.9074996 |
| Median Absolute Deviation (MAD) | 2.6693097 |
| Skewness | -0.80278955 |
| Sum | 615523.23 |
| Variance | 22.2635 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2809 | 2.4% |
| 11.564648 | 3 | < 0.1% |
| 15.64166 | 2 | < 0.1% |
| 9.24340475 | 2 | < 0.1% |
| 15.7423604 | 2 | < 0.1% |
| 9.2365331 | 2 | < 0.1% |
| 9.235785 | 2 | < 0.1% |
| 15.71970289 | 2 | < 0.1% |
| 9.2384215 | 2 | < 0.1% |
| 9.23627075 | 2 | < 0.1% |
| Other values (59244) | 59299 | |
| (Missing) | 56097 |
| Value | Count | Frequency (%) |
| 0 | 2809 | |
| 0.0179586 | 1 | < 0.1% |
| 0.01817334783 | 1 | < 0.1% |
| 0.02904230133 | 1 | < 0.1% |
| 0.0326684 | 1 | < 0.1% |
| 0.03492094267 | 1 | < 0.1% |
| 0.03532348 | 1 | < 0.1% |
| 0.044406277 | 1 | < 0.1% |
| 0.0453589 | 1 | < 0.1% |
| 0.04704583333 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 16.273495 | 1 | |
| 16.070668 | 1 | |
| 16.001965 | 1 | |
| 15.994752 | 1 | |
| 15.993397 | 1 | |
| 15.979916 | 1 | |
| 15.94556267 | 1 | |
| 15.94000075 | 1 | |
| 15.91702483 | 1 | |
| 15.9161951 | 1 |
TurbineStatus
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 353 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 55316 |
| Missing (%) | 46.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2280.4292 |
| Minimum | 0 |
|---|---|
| Maximum | 65746528 |
| Zeros | 203 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 89.6 |
| Maximum | 65746528 |
| Range | 65746528 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 358603.39 |
|---|---|
| Coefficient of variation (CV) | 157.25259 |
| Kurtosis | 31598.056 |
| Mean | 2280.4292 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 177.65477 |
| Sum | 1.4345724 × 108 |
| Variance | 1.2859639 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 55073 | |
| 1 | 2159 | 1.8% |
| 3 | 1100 | 0.9% |
| 16384 | 782 | 0.7% |
| 512 | 286 | 0.2% |
| 4 | 264 | 0.2% |
| 8192 | 239 | 0.2% |
| 1024 | 225 | 0.2% |
| 0 | 203 | 0.2% |
| 27 | 155 | 0.1% |
| Other values (343) | 2422 | 2.0% |
| (Missing) | 55316 |
| Value | Count | Frequency (%) |
| 0 | 203 | 0.2% |
| 1 | 2159 | 1.8% |
| 2 | 55073 | |
| 3 | 1100 | 0.9% |
| 4 | 264 | 0.2% |
| 5 | 2 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 65746528 | 1 | < 0.1% |
| 61376732 | 1 | < 0.1% |
| 16384 | 782 | |
| 15604 | 1 | < 0.1% |
| 15522 | 1 | < 0.1% |
| 15474 | 2 | < 0.1% |
| 15124 | 1 | < 0.1% |
| 13927 | 2 | < 0.1% |
| 13312 | 1 | < 0.1% |
| 12544 | 1 | < 0.1% |
WTG
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.8 MiB |
| G01 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 354672 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | G01 |
|---|---|
| 2nd row | G01 |
| 3rd row | G01 |
| 4th row | G01 |
| 5th row | G01 |
Common Values
| Value | Count | Frequency (%) |
| G01 | 118224 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| g01 | 118224 |
Most occurring characters
| Value | Count | Frequency (%) |
| G | 118224 | |
| 0 | 118224 | |
| 1 | 118224 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 236448 | |
| Uppercase Letter | 118224 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 118224 | |
| 1 | 118224 |
Uppercase Letter
| Value | Count | Frequency (%) |
| G | 118224 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 236448 | |
| Latin | 118224 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 118224 | |
| 1 | 118224 |
Latin
| Value | Count | Frequency (%) |
| G | 118224 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 354672 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| G | 118224 | |
| 0 | 118224 | |
| 1 | 118224 |
WindDirection
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 6664 |
|---|---|
| Distinct (%) | 9.2% |
| Missing | 45946 |
| Missing (%) | 38.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 196.29054 |
| Minimum | 0 |
|---|---|
| Maximum | 357 |
| Zeros | 242 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 54.316667 |
| Q1 | 145 |
| median | 182 |
| Q3 | 271 |
| 95-th percentile | 345 |
| Maximum | 357 |
| Range | 357 |
| Interquartile range (IQR) | 126 |
Descriptive statistics
| Standard deviation | 88.296554 |
|---|---|
| Coefficient of variation (CV) | 0.44982583 |
| Kurtosis | -0.68001254 |
| Mean | 196.29054 |
| Median Absolute Deviation (MAD) | 62.428571 |
| Skewness | 0.075867101 |
| Sum | 14187488 |
| Variance | 7796.2815 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 178 | 1343 | 1.1% |
| 188 | 1289 | 1.1% |
| 172 | 1249 | 1.1% |
| 175 | 1201 | 1.0% |
| 182 | 1184 | 1.0% |
| 185 | 1089 | 0.9% |
| 166 | 981 | 0.8% |
| 169 | 938 | 0.8% |
| 163 | 926 | 0.8% |
| 160 | 871 | 0.7% |
| Other values (6654) | 61207 | |
| (Missing) | 45946 |
| Value | Count | Frequency (%) |
| 0 | 242 | |
| 0.5 | 1 | < 0.1% |
| 0.6 | 1 | < 0.1% |
| 1 | 3 | < 0.1% |
| 1.2 | 5 | < 0.1% |
| 1.285714286 | 1 | < 0.1% |
| 1.384615385 | 1 | < 0.1% |
| 1.5 | 46 | < 0.1% |
| 1.666666667 | 1 | < 0.1% |
| 1.714285714 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 357 | 254 | |
| 356.5 | 1 | < 0.1% |
| 356.4 | 1 | < 0.1% |
| 356.25 | 5 | < 0.1% |
| 356 | 5 | < 0.1% |
| 355.875 | 1 | < 0.1% |
| 355.8 | 3 | < 0.1% |
| 355.7142857 | 1 | < 0.1% |
| 355.6666667 | 1 | < 0.1% |
| 355.5 | 67 | 0.1% |
WindSpeed
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 94224 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 23629 |
| Missing (%) | 20.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.8789597 |
| Minimum | 0 |
|---|---|
| Maximum | 22.970893 |
| Zeros | 13 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.3565564 |
| Q1 | 3.8233299 |
| median | 5.5577648 |
| Q3 | 7.5067098 |
| 95-th percentile | 10.634838 |
| Maximum | 22.970893 |
| Range | 22.970893 |
| Interquartile range (IQR) | 3.6833799 |
Descriptive statistics
| Standard deviation | 2.6190842 |
|---|---|
| Coefficient of variation (CV) | 0.4455013 |
| Kurtosis | 0.63413731 |
| Mean | 5.8789597 |
| Median Absolute Deviation (MAD) | 1.8277572 |
| Skewness | 0.76598886 |
| Sum | 556120.2 |
| Variance | 6.8596021 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10.014299 | 47 | < 0.1% |
| 2.5037 | 33 | < 0.1% |
| 0 | 13 | < 0.1% |
| 2.7512999 | 12 | < 0.1% |
| 4.8122997 | 11 | < 0.1% |
| 5.0382 | 10 | < 0.1% |
| 4.4438 | 10 | < 0.1% |
| 4.6636996 | 9 | < 0.1% |
| 6.3863 | 8 | < 0.1% |
| 3.6682997 | 7 | < 0.1% |
| Other values (94214) | 94435 | |
| (Missing) | 23629 | 20.0% |
| Value | Count | Frequency (%) |
| 0 | 13 | |
| 0.9 | 1 | < 0.1% |
| 0.957314967 | 1 | < 0.1% |
| 0.9623049455 | 1 | < 0.1% |
| 0.9802399545 | 1 | < 0.1% |
| 0.9999894142 | 1 | < 0.1% |
| 1.000244378 | 1 | < 0.1% |
| 1.00773494 | 1 | < 0.1% |
| 1.022844389 | 1 | < 0.1% |
| 1.028254936 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 22.97089311 | 1 | |
| 22.172939 | 1 | |
| 22.0232 | 1 | |
| 21.3920984 | 1 | |
| 20.17535792 | 1 | |
| 20.12793935 | 1 | |
| 19.9989395 | 1 | |
| 19.94138874 | 1 | |
| 19.55962193 | 1 | |
| 19.49505932 | 1 |
| ActivePower | AmbientTemperatue | BearingShaftTemperature | Blade1PitchAngle | Blade2PitchAngle | Blade3PitchAngle | GearboxBearingTemperature | GearboxOilTemperature | GeneratorRPM | GeneratorWinding1Temperature | GeneratorWinding2Temperature | HubTemperature | MainBoxTemperature | NacellePosition | ReactivePower | RotorRPM | TurbineStatus | WindDirection | WindSpeed | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ActivePower | 1.000 | -0.086 | 0.705 | -0.344 | -0.343 | -0.343 | 0.912 | 0.874 | 0.984 | 0.914 | 0.914 | 0.327 | 0.055 | -0.002 | 0.722 | 0.984 | -0.207 | -0.002 | 0.977 |
| AmbientTemperatue | -0.086 | 1.000 | 0.269 | 0.215 | 0.214 | 0.214 | 0.030 | 0.171 | -0.049 | 0.103 | 0.105 | 0.652 | 0.864 | -0.049 | -0.063 | -0.049 | 0.056 | -0.049 | -0.102 |
| BearingShaftTemperature | 0.705 | 0.269 | 1.000 | -0.234 | -0.232 | -0.232 | 0.842 | 0.782 | 0.715 | 0.835 | 0.836 | 0.778 | 0.465 | 0.164 | 0.627 | 0.715 | -0.127 | 0.164 | 0.693 |
| Blade1PitchAngle | -0.344 | 0.215 | -0.234 | 1.000 | 0.974 | 0.974 | -0.328 | -0.244 | -0.338 | -0.269 | -0.268 | 0.075 | 0.280 | 0.087 | -0.354 | -0.335 | 0.237 | 0.087 | -0.327 |
| Blade2PitchAngle | -0.343 | 0.214 | -0.232 | 0.974 | 1.000 | 1.000 | -0.325 | -0.240 | -0.335 | -0.266 | -0.265 | 0.072 | 0.273 | 0.093 | -0.351 | -0.333 | 0.231 | 0.093 | -0.326 |
| Blade3PitchAngle | -0.343 | 0.214 | -0.232 | 0.974 | 1.000 | 1.000 | -0.325 | -0.240 | -0.335 | -0.266 | -0.265 | 0.072 | 0.273 | 0.093 | -0.351 | -0.333 | 0.231 | 0.093 | -0.326 |
| GearboxBearingTemperature | 0.912 | 0.030 | 0.842 | -0.328 | -0.325 | -0.325 | 1.000 | 0.918 | 0.913 | 0.913 | 0.913 | 0.491 | 0.219 | 0.155 | 0.819 | 0.913 | -0.185 | 0.155 | 0.898 |
| GearboxOilTemperature | 0.874 | 0.171 | 0.782 | -0.244 | -0.240 | -0.240 | 0.918 | 1.000 | 0.874 | 0.937 | 0.937 | 0.502 | 0.259 | 0.199 | 0.790 | 0.874 | -0.207 | 0.199 | 0.858 |
| GeneratorRPM | 0.984 | -0.049 | 0.715 | -0.338 | -0.335 | -0.335 | 0.913 | 0.874 | 1.000 | 0.911 | 0.911 | 0.347 | 0.059 | 0.157 | 0.866 | 0.997 | -0.231 | 0.157 | 0.964 |
| GeneratorWinding1Temperature | 0.914 | 0.103 | 0.835 | -0.269 | -0.266 | -0.266 | 0.913 | 0.937 | 0.911 | 1.000 | 1.000 | 0.502 | 0.220 | 0.174 | 0.810 | 0.912 | -0.192 | 0.174 | 0.908 |
| GeneratorWinding2Temperature | 0.914 | 0.105 | 0.836 | -0.268 | -0.265 | -0.265 | 0.913 | 0.937 | 0.911 | 1.000 | 1.000 | 0.504 | 0.223 | 0.174 | 0.810 | 0.912 | -0.192 | 0.174 | 0.907 |
| HubTemperature | 0.327 | 0.652 | 0.778 | 0.075 | 0.072 | 0.072 | 0.491 | 0.502 | 0.347 | 0.502 | 0.504 | 1.000 | 0.761 | 0.099 | 0.290 | 0.347 | -0.036 | 0.099 | 0.309 |
| MainBoxTemperature | 0.055 | 0.864 | 0.465 | 0.280 | 0.273 | 0.273 | 0.219 | 0.259 | 0.059 | 0.220 | 0.223 | 0.761 | 1.000 | -0.038 | 0.032 | 0.062 | 0.143 | -0.038 | 0.049 |
| NacellePosition | -0.002 | -0.049 | 0.164 | 0.087 | 0.093 | 0.093 | 0.155 | 0.199 | 0.157 | 0.174 | 0.174 | 0.099 | -0.038 | 1.000 | 0.239 | 0.158 | -0.023 | 1.000 | 0.006 |
| ReactivePower | 0.722 | -0.063 | 0.627 | -0.354 | -0.351 | -0.351 | 0.819 | 0.790 | 0.866 | 0.810 | 0.810 | 0.290 | 0.032 | 0.239 | 1.000 | 0.865 | -0.205 | 0.239 | 0.707 |
| RotorRPM | 0.984 | -0.049 | 0.715 | -0.335 | -0.333 | -0.333 | 0.913 | 0.874 | 0.997 | 0.912 | 0.912 | 0.347 | 0.062 | 0.158 | 0.865 | 1.000 | -0.224 | 0.158 | 0.966 |
| TurbineStatus | -0.207 | 0.056 | -0.127 | 0.237 | 0.231 | 0.231 | -0.185 | -0.207 | -0.231 | -0.192 | -0.192 | -0.036 | 0.143 | -0.023 | -0.205 | -0.224 | 1.000 | -0.023 | -0.168 |
| WindDirection | -0.002 | -0.049 | 0.164 | 0.087 | 0.093 | 0.093 | 0.155 | 0.199 | 0.157 | 0.174 | 0.174 | 0.099 | -0.038 | 1.000 | 0.239 | 0.158 | -0.023 | 1.000 | 0.006 |
| WindSpeed | 0.977 | -0.102 | 0.693 | -0.327 | -0.326 | -0.326 | 0.898 | 0.858 | 0.964 | 0.908 | 0.907 | 0.309 | 0.049 | 0.006 | 0.707 | 0.966 | -0.168 | 0.006 | 1.000 |
| ActivePower | AmbientTemperatue | BearingShaftTemperature | Blade1PitchAngle | Blade2PitchAngle | Blade3PitchAngle | ControlBoxTemperature | GearboxBearingTemperature | GearboxOilTemperature | GeneratorRPM | GeneratorWinding1Temperature | GeneratorWinding2Temperature | HubTemperature | MainBoxTemperature | NacellePosition | ReactivePower | RotorRPM | TurbineStatus | WTG | WindDirection | WindSpeed | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Date | |||||||||||||||||||||
| 2017-12-31 00:00:00+00:00 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | G01 | NaN | NaN |
| 2017-12-31 00:10:00+00:00 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | G01 | NaN | NaN |
| 2017-12-31 00:20:00+00:00 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | G01 | NaN | NaN |
| 2017-12-31 00:30:00+00:00 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | G01 | NaN | NaN |
| 2017-12-31 00:40:00+00:00 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | G01 | NaN | NaN |
| 2017-12-31 00:50:00+00:00 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | G01 | NaN | NaN |
| 2017-12-31 01:00:00+00:00 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | G01 | NaN | NaN |
| 2017-12-31 01:10:00+00:00 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | G01 | NaN | NaN |
| 2017-12-31 01:20:00+00:00 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | G01 | NaN | NaN |
| 2017-12-31 01:30:00+00:00 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | G01 | NaN | NaN |
| ActivePower | AmbientTemperatue | BearingShaftTemperature | Blade1PitchAngle | Blade2PitchAngle | Blade3PitchAngle | ControlBoxTemperature | GearboxBearingTemperature | GearboxOilTemperature | GeneratorRPM | GeneratorWinding1Temperature | GeneratorWinding2Temperature | HubTemperature | MainBoxTemperature | NacellePosition | ReactivePower | RotorRPM | TurbineStatus | WTG | WindDirection | WindSpeed | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Date | |||||||||||||||||||||
| 2020-03-30 22:20:00+00:00 | 145.027415 | 27.583998 | 46.363847 | 0.682622 | 1.115857 | 1.115857 | 0.0 | 62.243332 | 56.684490 | 1030.098267 | 62.123103 | 61.174030 | 39.982463 | 37.375000 | 188.000000 | 28.709709 | 9.234751 | 2.0 | G01 | 188.000000 | 3.954384 |
| 2020-03-30 22:30:00+00:00 | 147.223697 | 27.577234 | 46.223171 | 0.633278 | 1.067585 | 1.067585 | 0.0 | 62.154613 | 56.514011 | 1030.347656 | 61.604346 | 60.651139 | 39.733410 | 37.210633 | 188.000000 | 29.910468 | 9.230950 | 2.0 | G01 | 188.000000 | 4.190217 |
| 2020-03-30 22:40:00+00:00 | 117.706939 | 27.508489 | 46.088975 | 1.023465 | 1.456349 | 1.456349 | 0.0 | 61.789414 | 56.285359 | 1029.891333 | 61.058479 | 60.123138 | 39.024528 | 37.034593 | 184.666667 | 22.846505 | 9.233694 | 2.0 | G01 | 184.666667 | 3.949295 |
| 2020-03-30 22:50:00+00:00 | 99.670237 | 27.440426 | 45.941079 | 1.237270 | 1.671673 | 1.671673 | 0.0 | 60.797234 | 55.886593 | 1029.654240 | 60.296511 | 59.359762 | 39.035784 | 36.846869 | 178.000000 | 20.129394 | 9.234792 | 2.0 | G01 | 178.000000 | 3.920965 |
| 2020-03-30 23:00:00+00:00 | 90.331065 | 27.581193 | 45.819084 | 1.411808 | 1.846226 | 1.846226 | 0.0 | 60.275851 | 55.552022 | 1029.805433 | 59.648732 | 58.729390 | 39.010394 | 36.650659 | 178.000000 | 17.792888 | 9.235228 | 2.0 | G01 | 178.000000 | 3.612339 |
| 2020-03-30 23:10:00+00:00 | 70.044465 | 27.523741 | 45.711129 | 1.515669 | 1.950088 | 1.950088 | 0.0 | 59.821165 | 55.193793 | 1029.870744 | 59.060367 | 58.148777 | 39.008931 | 36.476562 | 178.000000 | 13.775785 | 9.234004 | 2.0 | G01 | 178.000000 | 3.533445 |
| 2020-03-30 23:20:00+00:00 | 40.833474 | 27.602882 | 45.598573 | 1.702809 | 2.136732 | 2.136732 | 0.0 | 59.142038 | 54.798545 | 1030.160478 | 58.452003 | 57.550367 | 39.006759 | 36.328125 | 178.000000 | 8.088928 | 9.229370 | 2.0 | G01 | 178.000000 | 3.261231 |
| 2020-03-30 23:30:00+00:00 | 20.777790 | 27.560925 | 45.462045 | 1.706214 | 2.139664 | 2.139664 | 0.0 | 58.439439 | 54.380456 | 1030.137822 | 58.034071 | 57.099335 | 39.003815 | 36.131944 | 178.000000 | 4.355978 | 9.236802 | 2.0 | G01 | 178.000000 | 3.331839 |
| 2020-03-30 23:40:00+00:00 | 62.091039 | 27.810472 | 45.343827 | 1.575352 | 2.009781 | 2.009781 | 0.0 | 58.205413 | 54.079014 | 1030.178178 | 57.795387 | 56.847239 | 39.003815 | 36.007805 | 190.000000 | 12.018077 | 9.237374 | 2.0 | G01 | 190.000000 | 3.284468 |
| 2020-03-30 23:50:00+00:00 | 68.664425 | 27.915828 | 45.231610 | 1.499323 | 1.933124 | 1.933124 | 0.0 | 58.581716 | 54.080505 | 1029.834789 | 57.694813 | 56.741040 | 39.003815 | 35.914062 | 203.000000 | 14.439669 | 9.235532 | 2.0 | G01 | 203.000000 | 3.475205 |
Most frequently occurring
| ActivePower | AmbientTemperatue | BearingShaftTemperature | Blade1PitchAngle | Blade2PitchAngle | Blade3PitchAngle | ControlBoxTemperature | GearboxBearingTemperature | GearboxOilTemperature | GeneratorRPM | GeneratorWinding1Temperature | GeneratorWinding2Temperature | HubTemperature | MainBoxTemperature | NacellePosition | ReactivePower | RotorRPM | TurbineStatus | WTG | WindDirection | WindSpeed | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 46 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | G01 | NaN | NaN | 22734 |
| 22 | NaN | NaN | 0.0 | NaN | NaN | NaN | 0.0 | 0.0 | NaN | NaN | NaN | NaN | 0.0 | 0.0 | NaN | NaN | NaN | 0.0 | G01 | NaN | NaN | 133 |
| 20 | 1730.664400 | 28.844826 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 268.0 | 347.362030 | NaN | NaN | G01 | 268.0 | 10.014299 | 44 |
| 6 | 0.000000 | 27.792393 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 243.0 | 0.000000 | NaN | NaN | G01 | 243.0 | 2.503700 | 24 |
| 2 | 0.000000 | 0.000000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | 0.000000 | NaN | NaN | G01 | 0.0 | 0.000000 | 13 |
| 1 | -0.000302 | NaN | NaN | 0.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 163.0 | -0.000278 | NaN | 16384.0 | G01 | 163.0 | 4.812300 | 8 |
| 26 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 89.0 | NaN | NaN | NaN | G01 | 89.0 | NaN | 8 |
| 3 | 0.000000 | 22.403760 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 197.0 | 0.000000 | NaN | NaN | G01 | 197.0 | 4.443800 | 6 |
| 10 | 0.000000 | 32.645200 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 108.0 | 0.000000 | NaN | NaN | G01 | 108.0 | 5.038200 | 6 |
| 4 | 0.000000 | 27.792393 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 243.0 | 0.000000 | NaN | NaN | G01 | 243.0 | 2.503700 | 5 |